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ds/sagemaker_prebuilt_image_path: New data source
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| Original file line number | Diff line number | Diff line change |
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| package aws | ||
|
|
||
| import ( | ||
| "fmt" | ||
|
|
||
| "github.com/aws/aws-sdk-go/aws/endpoints" | ||
| "github.com/hashicorp/terraform-plugin-sdk/v2/helper/schema" | ||
| "github.com/hashicorp/terraform-plugin-sdk/v2/helper/validation" | ||
| ) | ||
|
|
||
| const ( | ||
| // SageMaker Algorithm BlazingText | ||
| sageMakerRepositoryBlazingText = "blazingtext" | ||
| // SageMaker Algorithm DeepAR Forecasting | ||
| sageMakerRepositoryDeepARForecasting = "forecasting-deepar" | ||
| // SageMaker Algorithm Factorization Machines | ||
| sageMakerRepositoryFactorizationMachines = "factorization-machines" | ||
| // SageMaker Algorithm Image Classification | ||
| sageMakerRepositoryImageClassification = "image-classification" | ||
| // SageMaker Algorithm IP Insights | ||
| sageMakerRepositoryIPInsights = "ipinsights" | ||
| // SageMaker Algorithm k-means | ||
| sageMakerRepositoryKMeans = "kmeans" | ||
| // SageMaker Algorithm k-nearest-neighbor | ||
| sageMakerRepositoryKNearestNeighbor = "knn" | ||
| // SageMaker Algorithm Latent Dirichlet Allocation | ||
| sageMakerRepositoryLDA = "lda" | ||
| // SageMaker Algorithm Linear Learner | ||
| sageMakerRepositoryLinearLearner = "linear-learner" | ||
| // SageMaker Algorithm Neural Topic Model | ||
| sageMakerRepositoryNeuralTopicModel = "ntm" | ||
| // SageMaker Algorithm Object2Vec | ||
| sageMakerRepositoryObject2Vec = "object2vec" | ||
| // SageMaker Algorithm Object Detection | ||
| sageMakerRepositoryObjectDetection = "object-detection" | ||
| // SageMaker Algorithm PCA | ||
| sageMakerRepositoryPCA = "pca" | ||
| // SageMaker Algorithm Random Cut Forest | ||
| sageMakerRepositoryRandomCutForest = "randomcutforest" | ||
| // SageMaker Algorithm Semantic Segmentation | ||
| sageMakerRepositorySemanticSegmentation = "semantic-segmentation" | ||
| // SageMaker Algorithm Seq2Seq | ||
| sageMakerRepositorySeq2Seq = "seq2seq" | ||
| // SageMaker Algorithm XGBoost | ||
| sageMakerRepositoryXGBoost = "sagemaker-xgboost" | ||
| // SageMaker Library scikit-learn | ||
| sageMakerRepositoryScikitLearn = "sagemaker-scikit-learn" | ||
| // SageMaker Library Spark ML | ||
| sageMakerRepositorySparkML = "sagemaker-sparkml-serving" | ||
| // SageMaker Repo MXNet Inference | ||
| sageMakerRepositoryMXNetInference = "mxnet-inference" | ||
| // SageMaker Repo MXNet Inference EIA | ||
| sageMakerRepositoryMXNetInferenceEIA = "mxnet-inference-eia" | ||
| // SageMaker Repo MXNet Training | ||
| sageMakerRepositoryMXNetTraining = "mxnet-training" | ||
| // SageMaker Repo PyTorch Inference | ||
| sageMakerRepositoryPyTorchInference = "pytorch-inference" | ||
| // SageMaker Repo PyTorch Inference EIA | ||
| sageMakerRepositoryPyTorchInferenceEIA = "pytorch-inference-eia" | ||
| // SageMaker Repo PyTorch Training | ||
| sageMakerRepositoryPyTorchTraining = "pytorch-training" | ||
| // SageMaker Repo TensorFlow Inference | ||
| sageMakerRepositoryTensorFlowInference = "tensorflow-inference" | ||
| // SageMaker Repo TensorFlow Inference EIA | ||
| sageMakerRepositoryTensorFlowInferenceEIA = "tensorflow-inference-eia" | ||
| // SageMaker Repo TensorFlow Training | ||
| sageMakerRepositoryTensorFlowTraining = "tensorflow-training" | ||
| ) | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_Blazing = map[string]string{ | ||
| endpoints.ApEast1RegionID: "286214385809", | ||
| endpoints.ApNortheast1RegionID: "501404015308", | ||
| endpoints.ApNortheast2RegionID: "306986355934", | ||
| endpoints.ApSouth1RegionID: "991648021394", | ||
| endpoints.ApSoutheast1RegionID: "475088953585", | ||
| endpoints.ApSoutheast2RegionID: "544295431143", | ||
| endpoints.CaCentral1RegionID: "469771592824", | ||
| endpoints.CnNorth1RegionID: "390948362332", | ||
| endpoints.CnNorthwest1RegionID: "387376663083", | ||
| endpoints.EuCentral1RegionID: "813361260812", | ||
| endpoints.EuNorth1RegionID: "669576153137", | ||
| endpoints.EuWest1RegionID: "685385470294", | ||
| endpoints.EuWest2RegionID: "644912444149", | ||
| endpoints.EuWest3RegionID: "749696950732", | ||
| endpoints.MeSouth1RegionID: "249704162688", | ||
| endpoints.SaEast1RegionID: "855470959533", | ||
| endpoints.UsEast1RegionID: "811284229777", | ||
| endpoints.UsEast2RegionID: "825641698319", | ||
| endpoints.UsGovWest1RegionID: "226302683700", | ||
| endpoints.UsWest1RegionID: "632365934929", | ||
| endpoints.UsWest2RegionID: "433757028032", | ||
| } | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_DeepAR = map[string]string{ | ||
| endpoints.ApEast1RegionID: "286214385809", | ||
| endpoints.ApNortheast1RegionID: "633353088612", | ||
| endpoints.ApNortheast2RegionID: "204372634319", | ||
| endpoints.ApSouth1RegionID: "991648021394", | ||
| endpoints.ApSoutheast1RegionID: "475088953585", | ||
| endpoints.ApSoutheast2RegionID: "514117268639", | ||
| endpoints.CaCentral1RegionID: "469771592824", | ||
| endpoints.CnNorth1RegionID: "390948362332", | ||
| endpoints.CnNorthwest1RegionID: "387376663083", | ||
| endpoints.EuCentral1RegionID: "495149712605", | ||
| endpoints.EuNorth1RegionID: "669576153137", | ||
| endpoints.EuWest1RegionID: "224300973850", | ||
| endpoints.EuWest2RegionID: "644912444149", | ||
| endpoints.EuWest3RegionID: "749696950732", | ||
| endpoints.MeSouth1RegionID: "249704162688", | ||
| endpoints.SaEast1RegionID: "855470959533", | ||
| endpoints.UsEast1RegionID: "522234722520", | ||
| endpoints.UsEast2RegionID: "566113047672", | ||
| endpoints.UsGovWest1RegionID: "226302683700", | ||
| endpoints.UsWest1RegionID: "632365934929", | ||
| endpoints.UsWest2RegionID: "156387875391", | ||
| } | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_FactorMachines = map[string]string{ | ||
| endpoints.ApEast1RegionID: "286214385809", | ||
| endpoints.ApNortheast1RegionID: "351501993468", | ||
| endpoints.ApNortheast2RegionID: "835164637446", | ||
| endpoints.ApSouth1RegionID: "991648021394", | ||
| endpoints.ApSoutheast1RegionID: "475088953585", | ||
| endpoints.ApSoutheast2RegionID: "712309505854", | ||
| endpoints.CaCentral1RegionID: "469771592824", | ||
| endpoints.CnNorth1RegionID: "390948362332", | ||
| endpoints.CnNorthwest1RegionID: "387376663083", | ||
| endpoints.EuCentral1RegionID: "664544806723", | ||
| endpoints.EuNorth1RegionID: "669576153137", | ||
| endpoints.EuWest1RegionID: "438346466558", | ||
| endpoints.EuWest2RegionID: "644912444149", | ||
| endpoints.EuWest3RegionID: "749696950732", | ||
| endpoints.MeSouth1RegionID: "249704162688", | ||
| endpoints.SaEast1RegionID: "855470959533", | ||
| endpoints.UsEast1RegionID: "382416733822", | ||
| endpoints.UsEast2RegionID: "404615174143", | ||
| endpoints.UsGovWest1RegionID: "226302683700", | ||
| endpoints.UsWest1RegionID: "632365934929", | ||
| endpoints.UsWest2RegionID: "174872318107", | ||
| } | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_LDA = map[string]string{ | ||
| endpoints.ApNortheast1RegionID: "258307448986", | ||
| endpoints.ApNortheast2RegionID: "293181348795", | ||
| endpoints.ApSouth1RegionID: "991648021394", | ||
| endpoints.ApSoutheast1RegionID: "475088953585", | ||
| endpoints.ApSoutheast2RegionID: "297031611018", | ||
| endpoints.CaCentral1RegionID: "469771592824", | ||
| endpoints.EuCentral1RegionID: "353608530281", | ||
| endpoints.EuWest1RegionID: "999678624901", | ||
| endpoints.EuWest2RegionID: "644912444149", | ||
| endpoints.UsEast1RegionID: "766337827248", | ||
| endpoints.UsEast2RegionID: "999911452149", | ||
| endpoints.UsGovWest1RegionID: "226302683700", | ||
| endpoints.UsWest1RegionID: "632365934929", | ||
| endpoints.UsWest2RegionID: "266724342769", | ||
| } | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_XGBoost = map[string]string{ | ||
| endpoints.ApEast1RegionID: "651117190479", | ||
| endpoints.ApNortheast1RegionID: "354813040037", | ||
| endpoints.ApNortheast2RegionID: "366743142698", | ||
| endpoints.ApSouth1RegionID: "720646828776", | ||
| endpoints.ApSoutheast1RegionID: "121021644041", | ||
| endpoints.ApSoutheast2RegionID: "783357654285", | ||
| endpoints.CaCentral1RegionID: "341280168497", | ||
| endpoints.CnNorth1RegionID: "450853457545", | ||
| endpoints.CnNorthwest1RegionID: "451049120500", | ||
| endpoints.EuCentral1RegionID: "492215442770", | ||
| endpoints.EuNorth1RegionID: "662702820516", | ||
| endpoints.EuWest1RegionID: "141502667606", | ||
| endpoints.EuWest2RegionID: "764974769150", | ||
| endpoints.EuWest3RegionID: "659782779980", | ||
| endpoints.MeSouth1RegionID: "801668240914", | ||
| endpoints.SaEast1RegionID: "737474898029", | ||
| endpoints.UsEast1RegionID: "683313688378", | ||
| endpoints.UsEast2RegionID: "257758044811", | ||
| endpoints.UsGovWest1RegionID: "414596584902", | ||
| endpoints.UsWest1RegionID: "746614075791", | ||
| endpoints.UsWest2RegionID: "246618743249", | ||
| } | ||
|
|
||
| // https://docs.aws.amazon.com/sagemaker/latest/dg/pre-built-docker-containers-scikit-learn-spark.html | ||
| var sageMakerPrebuiltECRImageIDByRegion_SparkML = map[string]string{ | ||
| endpoints.ApNortheast1RegionID: "354813040037", | ||
| endpoints.ApNortheast2RegionID: "366743142698", | ||
| endpoints.ApSouth1RegionID: "720646828776", | ||
| endpoints.ApSoutheast1RegionID: "121021644041", | ||
| endpoints.ApSoutheast2RegionID: "783357654285", | ||
| endpoints.CaCentral1RegionID: "341280168497", | ||
| endpoints.EuCentral1RegionID: "492215442770", | ||
| endpoints.EuWest1RegionID: "141502667606", | ||
| endpoints.EuWest2RegionID: "764974769150", | ||
| endpoints.UsEast1RegionID: "683313688378", | ||
| endpoints.UsEast2RegionID: "257758044811", | ||
| endpoints.UsGovWest1RegionID: "414596584902", | ||
| endpoints.UsWest1RegionID: "746614075791", | ||
| endpoints.UsWest2RegionID: "246618743249", | ||
| } | ||
|
|
||
| // https://github.com/aws/deep-learning-containers/blob/master/available_images.md | ||
| var sageMakerPrebuiltECRImageIDByRegion_DeepLearning = map[string]string{ | ||
| endpoints.ApEast1RegionID: "871362719292", | ||
| endpoints.ApNortheast1RegionID: "763104351884", | ||
| endpoints.ApNortheast2RegionID: "763104351884", | ||
| endpoints.ApSouth1RegionID: "763104351884", | ||
| endpoints.ApSoutheast1RegionID: "763104351884", | ||
| endpoints.ApSoutheast2RegionID: "763104351884", | ||
| endpoints.CaCentral1RegionID: "763104351884", | ||
| endpoints.CnNorth1RegionID: "727897471807", | ||
| endpoints.CnNorthwest1RegionID: "727897471807", | ||
| endpoints.EuCentral1RegionID: "763104351884", | ||
| endpoints.EuNorth1RegionID: "763104351884", | ||
| endpoints.EuWest1RegionID: "763104351884", | ||
| endpoints.EuWest2RegionID: "763104351884", | ||
| endpoints.EuWest3RegionID: "763104351884", | ||
| endpoints.MeSouth1RegionID: "217643126080", | ||
| endpoints.SaEast1RegionID: "763104351884", | ||
| endpoints.UsEast1RegionID: "763104351884", | ||
| endpoints.UsEast2RegionID: "763104351884", | ||
| endpoints.UsWest1RegionID: "763104351884", | ||
| endpoints.UsWest2RegionID: "763104351884", | ||
| } | ||
|
|
||
| func dataSourceAwsSageMakerPrebuiltECRImage() *schema.Resource { | ||
| return &schema.Resource{ | ||
| Read: dataSourceAwsSageMakerPrebuiltECRImageRead, | ||
| Schema: map[string]*schema.Schema{ | ||
| "repository_name": { | ||
| Type: schema.TypeString, | ||
| Required: true, | ||
| ValidateFunc: validation.StringInSlice([]string{ | ||
| sageMakerRepositoryBlazingText, | ||
| sageMakerRepositoryDeepARForecasting, | ||
| sageMakerRepositoryFactorizationMachines, | ||
| sageMakerRepositoryImageClassification, | ||
| sageMakerRepositoryIPInsights, | ||
| sageMakerRepositoryKMeans, | ||
| sageMakerRepositoryKNearestNeighbor, | ||
| sageMakerRepositoryLDA, | ||
| sageMakerRepositoryLinearLearner, | ||
| sageMakerRepositoryNeuralTopicModel, | ||
| sageMakerRepositoryObject2Vec, | ||
| sageMakerRepositoryObjectDetection, | ||
| sageMakerRepositoryPCA, | ||
| sageMakerRepositoryRandomCutForest, | ||
| sageMakerRepositorySemanticSegmentation, | ||
| sageMakerRepositorySeq2Seq, | ||
| sageMakerRepositoryXGBoost, | ||
| sageMakerRepositoryScikitLearn, | ||
| sageMakerRepositorySparkML, | ||
| sageMakerRepositoryMXNetInference, | ||
| sageMakerRepositoryMXNetInferenceEIA, | ||
| sageMakerRepositoryMXNetTraining, | ||
| sageMakerRepositoryPyTorchInference, | ||
| sageMakerRepositoryPyTorchInferenceEIA, | ||
| sageMakerRepositoryPyTorchTraining, | ||
| sageMakerRepositoryTensorFlowInference, | ||
| sageMakerRepositoryTensorFlowInferenceEIA, | ||
| sageMakerRepositoryTensorFlowTraining, | ||
| }, false), | ||
| }, | ||
|
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||
| "dns_suffix": { | ||
| Type: schema.TypeString, | ||
| Optional: true, | ||
| }, | ||
|
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| "image_tag": { | ||
| Type: schema.TypeString, | ||
| Optional: true, | ||
| Default: "1", | ||
| }, | ||
|
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||
| "region": { | ||
| Type: schema.TypeString, | ||
| Optional: true, | ||
| }, | ||
|
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| "registry_id": { | ||
| Type: schema.TypeString, | ||
| Computed: true, | ||
| }, | ||
|
|
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| "registry_path": { | ||
| Type: schema.TypeString, | ||
| Computed: true, | ||
| }, | ||
| }, | ||
| } | ||
| } | ||
|
|
||
| func dataSourceAwsSageMakerPrebuiltECRImageRead(d *schema.ResourceData, meta interface{}) error { | ||
| region := meta.(*AWSClient).region | ||
| if v, ok := d.GetOk("region"); ok { | ||
| region = v.(string) | ||
| } | ||
|
|
||
| suffix := meta.(*AWSClient).dnsSuffix | ||
| if v, ok := d.GetOk("dns_suffix"); ok { | ||
| suffix = v.(string) | ||
| } | ||
|
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| repo := d.Get("repository_name").(string) | ||
|
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| id := "" | ||
| switch repo { | ||
| case sageMakerRepositoryBlazingText, | ||
| sageMakerRepositoryImageClassification, | ||
| sageMakerRepositoryObjectDetection, | ||
| sageMakerRepositorySemanticSegmentation, | ||
| sageMakerRepositorySeq2Seq: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_Blazing[region] | ||
| case sageMakerRepositoryDeepARForecasting: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_DeepAR[region] | ||
| case sageMakerRepositoryLDA: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_LDA[region] | ||
| case sageMakerRepositoryXGBoost: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_XGBoost[region] | ||
| case sageMakerRepositoryScikitLearn, sageMakerRepositorySparkML: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_SparkML[region] | ||
| case sageMakerRepositoryMXNetInference, | ||
| sageMakerRepositoryMXNetInferenceEIA, | ||
| sageMakerRepositoryMXNetTraining, | ||
| sageMakerRepositoryPyTorchInference, | ||
| sageMakerRepositoryPyTorchInferenceEIA, | ||
| sageMakerRepositoryPyTorchTraining, | ||
| sageMakerRepositoryTensorFlowInference, | ||
| sageMakerRepositoryTensorFlowInferenceEIA, | ||
| sageMakerRepositoryTensorFlowTraining: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_DeepLearning[region] | ||
| default: | ||
| id = sageMakerPrebuiltECRImageIDByRegion_FactorMachines[region] | ||
| } | ||
|
|
||
| if id == "" { | ||
| return fmt.Errorf("no registry ID available for region (%s) and repository (%s)", region, repo) | ||
| } | ||
|
|
||
| d.SetId(id) | ||
| d.Set("registry_id", id) | ||
| d.Set("registry_path", dataSourceAwsSageMakerPrebuiltECRImageCreatePath(id, region, suffix, repo, d.Get("image_tag").(string))) | ||
| return nil | ||
| } | ||
|
|
||
| func dataSourceAwsSageMakerPrebuiltECRImageCreatePath(id, region, suffix, repo, imageTag string) string { | ||
| return fmt.Sprintf("%s.dkr.ecr.%s.%s/%s:%s", id, region, suffix, repo, imageTag) | ||
| } |
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